io.sentinelsignal/scoring

{
  "checks": {
    "action_safety_probe": {
      "details": {
        "auth_present": true,
        "confirmation_signals": [],
        "safeguard_count": 0,
        "summary": {
          "bulk_access_tools": 0,
          "capability_distribution": {
            "admin": 1,
            "exec": 2,
            "network": 2,
            "read": 5,
            "write": 2
          },
          "destructive_tools": 0,
          "egress_tools": 0,
          "exec_tools": 2,
          "high_risk_tools": 0,
          "risk_distribution": {
            "critical": 0,
            "high": 0,
            "low": 3,
            "medium": 5
          },
          "secret_tools": 0,
          "tool_count": 8
        }
      },
      "latency_ms": null,
      "status": "error"
    },
    "advanced_capabilities_probe": {
      "details": {
        "capabilities": {
          "completions": false,
          "elicitation": false,
          "prompts": true,
          "resource_links": false,
          "resources": true,
          "roots": false,
          "sampling": false,
          "structured_outputs": true
        },
        "enabled": [
          "prompts",
          "resources",
          "structured_outputs"
        ],
        "enabled_count": 3,
        "initialize_capability_keys": [
          "experimental",
          "extensions",
          "prompts",
          "resources",
          "tools"
        ]
      },
      "latency_ms": null,
      "status": "warning"
    },
    "connector_publishability_probe": {
      "details": {
        "blockers": [
          "action_safety"
        ],
        "criteria": {
          "action_safety": false,
          "auth_flow": true,
          "connector_replay": true,
          "initialize": true,
          "protocol_version": true,
          "remote_transport": true,
          "request_association": true,
          "server_card": true,
          "session_resume": true,
          "step_up_auth": true,
          "tool_surface": true,
          "tools_list": true,
          "transport_compliance": true
        },
        "high_risk_tools": 0,
        "tool_count": 8,
        "transport": "streamable-http"
      },
      "latency_ms": null,
      "status": "warning"
    },
    "connector_replay_probe": {
      "details": {
        "added_tools": [],
        "additive_output_changes": [],
        "backward_compatible": true,
        "output_breaks": [],
        "removed_tools": [],
        "required_arg_breaks": [],
        "would_break_after_refresh": false
      },
      "latency_ms": null,
      "status": "ok"
    },
    "determinism_probe": {
      "details": {
        "attempts": 2,
        "baseline_signature": "5963abfdb21004632c491559dd7cbfb2358e3474bbf60f12b7644d8fe8cfcffd",
        "errors": [],
        "matches": 2,
        "stable_ratio": 1.0,
        "successful": 2
      },
      "latency_ms": 9.95,
      "status": "ok"
    },
    "initialize": {
      "details": {
        "headers": {
          "content-type": "text/event-stream"
        },
        "http_status": 200,
        "payload": {
          "id": 1,
          "jsonrpc": "2.0",
          "result": {
            "capabilities": {
              "experimental": {},
              "extensions": {
                "io.modelcontextprotocol/ui": {}
              },
              "prompts": {
                "listChanged": true
              },
              "resources": {
                "listChanged": true,
                "subscribe": false
              },
              "tools": {
                "listChanged": true
              }
            },
            "instructions": "Use this hosted MCP server for Sentinel workflow scoring across healthcare claims. Discover tools without auth, then send x-sentinel-api-key or Authorization: Bearer <key> when calling score_workflow, get_limits, get_usage, or submit_feedback. If no key is supplied, the hosted server uses its managed healthcare-only fallback key when available. If that fallback is unavailable, direct the user to mint a dedicated trial key or upgrade.",
            "protocolVersion": "2025-03-26",
            "serverInfo": {
              "icons": [
                {
                  "mimeType": "image/png",
                  "src": "https://sentinelsignal.io/portal-assets/ico.png"
                }
              ],
              "name": "Sentinel Signal MCP",
              "version": "1.0.7",
              "websiteUrl": "https://sentinelsignal.io/portal/docs-home#mcp-quickstart"
            }
          }
        },
        "url": "https://mcp.sentinelsignal.io/mcp"
      },
      "latency_ms": 9.53,
      "status": "ok"
    },
    "interactive_flow_probe": {
      "details": {
        "oauth_supported": true,
        "prompt_available": true,
        "risk_hits": [],
        "safe_hits": [
          "oauth"
        ]
      },
      "latency_ms": null,
      "status": "ok"
    },
    "oauth_authorization_server": {
      "details": {
        "headers": {
          "content-type": "application/json; charset=utf-8",
          "set-cookie": "_cfuvid=SwVbDpt.fIFbuP.lDFpKrmyO0X404_nAKRYg2oPjFvc-1775668200.8591218-1.0.1.1-6WxIp5QAukREeVMpI5qNkvcKl8SULUoMWkaMTCOYkkk; HttpOnly; SameSite=None; Secure; Path=/; Domain=workos.com",
          "strict-transport-security": "max-age=31536000; includeSubDomains; preload"
        },
        "http_status": 200,
        "payload": {
          "authorization_endpoint": "https://angelic-pen-57-staging.authkit.app/oauth2/authorize",
          "code_challenge_methods_supported": [
            "S256"
          ],
          "grant_types_supported": [
            "authorization_code",
            "refresh_token"
          ],
          "introspection_endpoint": "https://angelic-pen-57-staging.authkit.app/oauth2/introspection",
          "issuer": "https://angelic-pen-57-staging.authkit.app",
          "jwks_uri": "https://angelic-pen-57-staging.authkit.app/oauth2/jwks",
          "registration_endpoint": "https://angelic-pen-57-staging.authkit.app/oauth2/register",
          "response_modes_supported": [
            "query"
          ],
          "response_types_supported": [
            "code"
          ],
          "scopes_supported": [
            "email",
            "offline_access",
            "openid",
            "profile"
          ],
          "token_endpoint": "https://angelic-pen-57-staging.authkit.app/oauth2/token",
          "token_endpoint_auth_methods_supported": [
            "none",
            "client_secret_post",
            "client_secret_basic"
          ]
        },
        "url": "https://angelic-pen-57-staging.authkit.app/.well-known/oauth-authorization-server"
      },
      "latency_ms": 570.69,
      "status": "ok"
    },
    "oauth_protected_resource": {
      "details": {
        "headers": {
          "content-type": "application/json"
        },
        "http_status": 200,
        "payload": {
          "authorization_servers": [
            "https://angelic-pen-57-staging.authkit.app"
          ],
          "bearer_methods_supported": [
            "header"
          ],
          "jwks_uri": "https://angelic-pen-57-staging.authkit.app/oauth2/jwks",
          "resource": "https://mcp.sentinelsignal.io/mcp",
          "resource_documentation": "https://sentinelsignal.io/portal/docs-home#mcp-quickstart",
          "scopes_supported": [
            "openid",
            "profile",
            "email",
            "offline_access"
          ]
        },
        "url": "https://mcp.sentinelsignal.io/.well-known/oauth-protected-resource"
      },
      "latency_ms": 5.13,
      "status": "ok"
    },
    "official_registry_probe": {
      "details": {
        "direct_match": true,
        "official_peer_count": 1,
        "registry_identifier": "io.sentinelsignal/scoring",
        "registry_source": "official_registry"
      },
      "latency_ms": null,
      "status": "ok"
    },
    "openid_configuration": {
      "details": {
        "headers": {
          "content-type": "application/json; charset=utf-8",
          "set-cookie": "_cfuvid=wDzpZCHzJHzn2xRe0e4oDImNhsyQDeQWmWvkbVLIBFY-1775668200.9998422-1.0.1.1-RO8E_Iaa_HspP5CllUe69bcjniP0M_1qWiygPl31DSk; HttpOnly; SameSite=None; Secure; Path=/; Domain=workos.com",
          "strict-transport-security": "max-age=31536000; includeSubDomains; preload"
        },
        "http_status": 200,
        "payload": {
          "authorization_endpoint": "https://angelic-pen-57-staging.authkit.app/oauth2/authorize",
          "device_authorization_endpoint": "https://angelic-pen-57-staging.authkit.app/oauth2/device_authorization",
          "grant_types_supported": [
            "authorization_code",
            "client_credentials",
            "refresh_token",
            "urn:ietf:params:oauth:grant-type:device_code"
          ],
          "id_token_signing_alg_values_supported": [
            "RS256"
          ],
          "introspection_endpoint": "https://angelic-pen-57-staging.authkit.app/oauth2/introspection",
          "issuer": "https://angelic-pen-57-staging.authkit.app",
          "jwks_uri": "https://angelic-pen-57-staging.authkit.app/oauth2/jwks",
          "response_types_supported": [
            "code"
          ],
          "subject_types_supported": [
            "public"
          ],
          "token_endpoint": "https://angelic-pen-57-staging.authkit.app/oauth2/token",
          "token_endpoint_auth_methods_supported": [
            "none",
            "client_secret_basic",
            "client_secret_post"
          ],
          "userinfo_endpoint": "https://angelic-pen-57-staging.authkit.app/oauth2/userinfo"
        },
        "url": "https://angelic-pen-57-staging.authkit.app/.well-known/openid-configuration"
      },
      "latency_ms": 117.89,
      "status": "ok"
    },
    "probe_noise_resilience": {
      "details": {
        "headers": {
          "content-type": "text/plain; charset=utf-8"
        },
        "http_status": 404,
        "url": "https://mcp.sentinelsignal.io/robots.txt"
      },
      "latency_ms": 11.49,
      "status": "ok"
    },
    "prompt_get": {
      "details": {
        "headers": {
          "content-type": "text/event-stream"
        },
        "http_status": 200,
        "payload": {
          "error": {
            "code": 0,
            "message": "Error rendering prompt 'claims_triage_prompt': Missing required arguments: {'task'}"
          },
          "id": 4,
          "jsonrpc": "2.0"
        },
        "prompt_arguments": [
          {
            "description": "Short description of the claims automation task the agent needs to perform.\n\nProvide as a JSON string matching the following schema: {\"description\":\"Short description of the claims automation task the agent needs to perform.\",\"type\":\"string\"}",
            "name": "task",
            "required": true
          }
        ],
        "prompt_name": "claims_triage_prompt",
        "reason": "template_requires_args",
        "url": "https://mcp.sentinelsignal.io/mcp"
      },
      "latency_ms": 25.09,
      "status": "template_requires_args"
    },
    "prompts_list": {
      "details": {
        "headers": {
          "content-type": "text/event-stream"
        },
        "http_status": 200,
        "payload": {
          "id": 3,
          "jsonrpc": "2.0",
          "result": {
            "prompts": [
              {
                "_meta": {
                  "fastmcp": {
                    "tags": []
                  }
                },
                "arguments": [
                  {
                    "description": "Short description of the claims automation task the agent needs to perform.\n\nProvide as a JSON string matching the following schema: {\"description\":\"Short description of the claims automation task the agent needs to perform.\",\"type\":\"string\"}",
                    "name": "task",
                    "required": true
                  }
                ],
                "description": "Guide an agent to choose the right Sentinel workflow and required payload fields for a healthcare claims question.",
                "icons": [
                  {
                    "mimeType": "image/png",
                    "src": "https://sentinelsignal.io/portal-assets/ico.png"
                  }
                ],
                "name": "claims_triage_prompt",
                "title": "Triage a claims workflow"
              },
              {
                "_meta": {
                  "fastmcp": {
                    "tags": []
                  }
                },
                "arguments": [
                  {
                    "description": "Workflow that produced the scoring result.\n\nProvide as a JSON string matching the following schema: {\"description\":\"Workflow that produced the scoring result.\",\"type\":\"string\"}",
                    "name": "workflow",
                    "required": true
                  },
                  {
                    "description": "Short summary of the score, rationale, or action recommendation returned by Sentinel.\n\nProvide as a JSON string matching the following schema: {\"description\":\"Short summary of the score, rationale, or action recommendation returned by Sentinel.\",\"type\":\"string\"}",
                    "name": "result_summary",
                    "required": true
                  }
                ],
                "description": "Help an agent explain a Sentinel scoring result and decide whether to submit feedback or upgrade a trial account.",
                "icons": [
                  {
                    "mimeType": "image/png",
                    "src": "https://sentinelsignal.io/portal-assets/ico.png"
                  }
                ],
                "name": "explain_score_prompt",
                "title": "Interpret a scoring result"
              }
            ]
          }
        },
        "url": "https://mcp.sentinelsignal.io/mcp"
      },
      "latency_ms": 12.24,
      "status": "ok"
    },
    "protocol_version_probe": {
      "details": {
        "claimed_version": "2025-03-26",
        "lag_days": 244,
        "latest_known_version": "2025-11-25",
        "releases_behind": 2,
        "validator_protocol_version": "2025-03-26"
      },
      "latency_ms": null,
      "status": "warning"
    },
    "provenance_divergence_probe": {
      "details": {
        "direct_official_match": true,
        "drift_fields": [],
        "metadata_document_count": 2,
        "registry_homepage": null,
        "registry_repository": null,
        "registry_title": null,
        "registry_version": null,
        "server_card_homepage": "https://sentinelsignal.io/portal/docs-home#mcp-quickstart",
        "server_card_repository": "https://github.com/sentinelsignal/sentinel-signal-mcp-remote",
        "server_card_title": "Sentinel Signal MCP",
        "server_card_version": "1.0.7"
      },
      "latency_ms": null,
      "status": "ok"
    },
    "request_association_probe": {
      "details": {
        "reason": "no_request_association_capabilities_advertised"
      },
      "latency_ms": null,
      "status": "missing"
    },
    "resource_read": {
      "details": {
        "reason": "not_advertised"
      },
      "latency_ms": null,
      "status": "missing"
    },
    "resources_list": {
      "details": {
        "headers": {
          "content-type": "text/event-stream"
        },
        "http_status": 200,
        "payload": {
          "id": 5,
          "jsonrpc": "2.0",
          "result": {
            "resources": []
          }
        },
        "url": "https://mcp.sentinelsignal.io/mcp"
      },
      "latency_ms": 13.46,
      "status": "ok"
    },
    "server_card": {
      "details": {
        "headers": {
          "content-type": "application/json"
        },
        "http_status": 200,
        "payload": {
          "authentication": {
            "description": "Provide x-sentinel-api-key, a Sentinel bearer token, or a WorkOS OAuth bearer token for isolated usage. If omitted, the hosted server falls back to its managed healthcare-only key when available; dedicated trial keys can also be minted from the token service.",
            "header": "Authorization",
            "oauth_authorization_server_url": "https://mcp.sentinelsignal.io/.well-known/oauth-authorization-server",
            "oauth_resource_metadata_url": "https://mcp.sentinelsignal.io/.well-known/oauth-protected-resource",
            "openid_configuration_url": "https://mcp.sentinelsignal.io/.well-known/openid-configuration",
            "scheme": "Bearer",
            "type": "http_bearer"
          },
          "description": "Hosted Streamable HTTP MCP server for healthcare claims workflows, plan usage, and feedback tools.",
          "homepage": "https://sentinelsignal.io/portal/docs-home#mcp-quickstart",
          "icon": {
            "mimeType": "image/png",
            "src": "https://sentinelsignal.io/portal-assets/ico.png"
          },
          "instructions": "Unauthenticated clients may call initialize and tools/list. Tool execution may use x-sentinel-api-key, a Sentinel bearer token, or a WorkOS OAuth bearer token. When omitted, the hosted server falls back to its managed healthcare-only key when available.",
          "listing": {
            "gateway": "https://server.smithery.ai/sentinelsignal/scoring",
            "smithery": "https://smithery.ai/servers/sentinelsignal/scoring"
          },
          "name": "Sentinel Signal MCP",
          "package": "https://pypi.org/project/sentinel-signal-mcp/",
          "prompts": [
            {
              "description": "Help an agent choose the right healthcare claims workflow and required payload fields before scoring.",
              "name": "claims_triage_prompt"
            },
            {
              "description": "Help an agent interpret a Sentinel score and decide what operational action to take next.",
              "name": "explain_score_prompt"
            }
          ],
          "repository": "https://github.com/sentinelsignal/sentinel-signal-mcp-remote",
          "serverInfo": {
            "name": "Sentinel Signal MCP",
            "version": "1.0.7",
            "website": "https://sentinelsignal.io/portal/docs-home#mcp-quickstart"
          },
          "smithery": {
            "configSchema": {
              "properties": {
                "sentinelApiBaseUrl": {
                  "default": "https://api.sentinelsignal.io",
                  "description": "Optional override for private or self-hosted Sentinel API environments.",
                  "title": "Sentinel API Base URL",
                  "type": "string"
                },
                "sentinelApiKey": {
                  "description": "Optional. Provide your own Sentinel Signal API key to isolate usage and quota; if omitted, the hosted server uses its managed healthcare-only fallback key when available.",
                  "title": "Sentinel API Key",
                  "type": "string",
                  "x-from": {
                    "header": "x-sentinel-api-key"
                  }
                },
                "sentinelTokenBaseUrl": {
                  "default": "https://token.sentinelsignal.io",
                  "description": "Optional override for minting trial keys outside the default hosted environment.",
                  "title": "Sentinel Token Service URL",
                  "type": "string"
                }
              },
              "type": "object"
            },
            "optionalConfig": [
              "sentinelApiKey",
              "sentinelApiBaseUrl",
              "sentinelTokenBaseUrl"
            ]
          },
          "title": "Sentinel Workflow Scoring",
          "tools": [
            {
              "annotations": {
                "idempotentHint": true,
                "openWorldHint": false,
                "readOnlyHint": true
              },
              "description": "List supported workflows and current model versions via GET /v1/workflows",
              "inputSchema": {
                "properties": {},
                "type": "object"
              },
              "name": "list_workflows"
            },
            {
              "annotations": {
                "idempotentHint": true,
                "openWorldHint": false,
                "readOnlyHint": true
              },
              "description": "Fetch required fields, optional fields, enums, and an example payload for a workflow via GET /v1/workflows/{workflow}/schema",
              "inputSchema": {
                "properties": {
                  "workflow": {
                    "description": "Workflow identifier such as healthcare.denial, healthcare.prior_auth, or healthcare.reimbursement.",
                    "type": "string"
                  }
                },
                "required": [
                  "workflow"
                ],
                "type": "object"
              },
              "name": "get_workflow_schema"
            },
            {
              "annotations": {
                "idempotentHint": true,
                "openWorldHint": false,
                "readOnlyHint": true
              },
              "description": "Validate and normalize a workflow payload without consuming a scoring call via POST /v1/workflows/{workflow}/validate",
              "inputSchema": {
                "properties": {
                  "payload": {
                    "description": "Workflow payload to validate before scoring.",
                    "type": "object"
                  },
                  "workflow": {
                    "description": "Workflow identifier such as healthcare.denial, healthcare.prior_auth, or healthcare.reimbursement.",
                    "type": "string"
                  }
                },
                "required": [
                  "workflow",
                  "payload"
                ],
                "type": "object"
              },
              "name": "validate_workflow_payload"
            },
            {
              "annotations": {
                "idempotentHint": true,
                "openWorldHint": false,
                "readOnlyHint": true
              },
              "description": "Score Sentinel healthcare workflows via POST /v1/score",
              "inputSchema": {
                "properties": {
                  "options": {
                    "description": "Optional scoring flags such as explanation or threshold controls.",
                    "type": [
                      "object",
                      "null"
                    ]
                  },
                  "payload": {
                    "description": "Structured workflow payload matching Sentinel /v1/score for the selected workflow.",
                    "type": "object"
                  },
                  "workflow": {
                    "description": "Workflow identifier such as healthcare.denial, healthcare.prior_auth, or healthcare.reimbursement.",
                    "type": "string"
                  }
                },
                "required": [
                  "workflow",
                  "payload"
                ],
                "type": "object"
              },
              "name": "score_workflow"
            },
            {
              "annotations": {
                "idempotentHint": true,
                "openWorldHint": false,
                "readOnlyHint": true
              },
              "description": "Score up to 25 workflow items sequentially in one request via POST /v1/score/batch",
              "inputSchema": {
                "properties": {
                  "continue_on_error": {
                    "description": "When true, later items continue even if an earlier item fails.",
                    "type": "boolean"
                  },
                  "items": {
                    "description": "List of scoring items, each containing workflow, payload, and optional options.",
                    "type": "array"
                  }
                },
                "required": [
                  "items"
                ],
                "type": "object"
              },
              "name": "score_batch"
            },
            {
              "annotations": {
                "idempotentHint": true,
                "openWorldHint": false,
                "readOnlyHint": true
              },
              "description": "Retrieve plan limits, trial quota, and upgrade state via GET /v1/limits",
              "inputSchema": {
                "properties": {},
                "type": "object"
              },
              "name": "get_limits"
            },
            {
              "annotations": {
                "idempotentHint": true,
                "openWorldHint": false,
                "readOnlyHint": true
              },
              "description": "Retrieve monthly scoring call usage via GET /v1/usage",
              "inputSchema": {
                "properties": {
                  "month": {
                    "description": "Optional billing month in YYYY-MM format.",
                    "type": "string"
                  }
                },
                "type": "object"
              },
              "name": "get_usage"
            },
            {
              "annotations": {
                "destructiveHint": false,
                "idempotentHint": false,
                "openWorldHint": false,
                "readOnlyHint": false
              },
              "description": "Submit structured claims outcome feedback via POST /v1/feedback",
              "inputSchema": {
                "properties": {
                  "feedback": {
                    "description": "Structured feedback payload for a prior Sentinel scoring event.",
                    "type": "object"
                  }
                },
                "required": [
                  "feedback"
                ],
                "type": "object"
              },
              "name": "submit_feedback"
            }
          ],
          "transport": {
            "health_endpoint": "https://mcp.sentinelsignal.io/healthz",
            "mcp_endpoint": "https://mcp.sentinelsignal.io/mcp",
            "metrics_endpoint": "https://mcp.sentinelsignal.io/metrics",
            "type": "streamable-http"
          },
          "trial_key_url": "https://token.sentinelsignal.io/v1/keys/trial",
          "upstreams": {
            "api_base_url": "https://api.sentinelsignal.io",
            "token_base_url": "https://token.sentinelsignal.io"
          }
        },
        "url": "https://mcp.sentinelsignal.io/.well-known/mcp/server-card.json"
      },
      "latency_ms": 102.7,
      "status": "ok"
    },
    "session_resume_probe": {
      "details": {
        "protocol_version": "2025-03-26",
        "reason": "no_session_id",
        "resume_expected": true,
        "transport": "streamable-http"
      },
      "latency_ms": null,
      "status": "warning"
    },
    "step_up_auth_probe": {
      "details": {
        "auth_required_checks": [],
        "broad_scopes": [],
        "challenge_headers": [],
        "minimal_scope_documented": false,
        "oauth_present": true,
        "scope_specificity_ratio": 0.2,
        "step_up_signals": [],
        "supported_scopes": [
          "email",
          "offline_access",
          "openid",
          "profile"
        ]
      },
      "latency_ms": null,
      "status": "warning"
    },
    "tool_snapshot_probe": {
      "details": {
        "added": [],
        "changed_outputs": [],
        "current_tool_count": 8,
        "previous_tool_count": 8,
        "removed": [],
        "similarity": 1.0
      },
      "latency_ms": null,
      "status": "ok"
    },
    "tools_list": {
      "details": {
        "headers": {
          "content-type": "text/event-stream"
        },
        "http_status": 200,
        "payload": {
          "id": 2,
          "jsonrpc": "2.0",
          "result": {
            "tools": [
              {
                "_meta": {
                  "fastmcp": {
                    "tags": []
                  }
                },
                "annotations": {
                  "idempotentHint": true,
                  "openWorldHint": false,
                  "readOnlyHint": true
                },
                "description": "Retrieve plan limits, monthly quota, remaining trial calls, and upgrade state for the current Sentinel API key.",
                "inputSchema": {
                  "additionalProperties": false,
                  "properties": {},
                  "type": "object"
                },
                "name": "get_limits",
                "outputSchema": {
                  "additionalProperties": true,
                  "type": "object"
                },
                "title": "Get current plan limits"
              },
              {
                "_meta": {
                  "fastmcp": {
                    "tags": []
                  }
                },
                "annotations": {
                  "idempotentHint": true,
                  "openWorldHint": false,
                  "readOnlyHint": true
                },
                "description": "Discover the supported Sentinel workflows and current model versions before scoring.",
                "inputSchema": {
                  "additionalProperties": false,
                  "properties": {},
                  "type": "object"
                },
                "name": "list_workflows",
                "outputSchema": {
                  "additionalProperties": true,
                  "type": "object"
                },
                "title": "List supported workflows"
              },
              {
                "_meta": {
                  "fastmcp": {
                    "tags": []
                  }
                },
                "annotations": {
                  "idempotentHint": true,
                  "openWorldHint": false,
                  "readOnlyHint": true
                },
                "description": "Fetch required fields, optional fields, enums, and an example payload for a Sentinel workflow.",
                "inputSchema": {
                  "additionalProperties": false,
                  "properties": {
                    "workflow": {
                      "description": "Workflow identifier such as healthcare.denial, healthcare.prior_auth, or healthcare.reimbursement.",
                      "examples": [
                        "healthcare.denial"
                      ],
                      "type": "string"
                    }
                  },
                  "required": [
                    "workflow"
                  ],
                  "type": "object"
                },
                "name": "get_workflow_schema",
                "outputSchema": {
                  "additionalProperties": true,
                  "type": "object"
                },
                "title": "Fetch workflow schema"
              },
              {
                "_meta": {
                  "fastmcp": {
                    "tags": []
                  }
                },
                "annotations": {
                  "idempotentHint": true,
                  "openWorldHint": false,
                  "readOnlyHint": true
                },
                "description": "Validate and normalize a workflow payload without consuming a scoring call.",
                "inputSchema": {
                  "additionalProperties": false,
                  "properties": {
                    "payload": {
                      "additionalProperties": true,
                      "description": "Workflow payload to validate before sending to /v1/score or /v1/score/batch.",
                      "examples": [
                        {
                          "external_claim_id": "DENIAL-DEMO-1001",
                          "payer_id": 44
                        }
                      ],
                      "type": "object"
                    },
                    "workflow": {
                      "description": "Workflow identifier such as healthcare.denial, healthcare.prior_auth, or healthcare.reimbursement.",
                      "examples": [
                        "healthcare.denial"
                      ],
                      "type": "string"
                    }
                  },
                  "required": [
                    "workflow",
                    "payload"
                  ],
                  "type": "object"
                },
                "name": "validate_workflow_payload",
                "outputSchema": {
                  "additionalProperties": true,
                  "type": "object"
                },
                "title": "Validate workflow payload"
              },
              {
                "_meta": {
                  "fastmcp": {
                    "tags": []
                  }
                },
                "annotations": {
                  "idempotentHint": true,
                  "openWorldHint": false,
                  "readOnlyHint": true
                },
                "description": "Retrieve monthly scoring-call usage for the current Sentinel API key, optionally for a specific YYYY-MM month.",
                "inputSchema": {
                  "additionalProperties": false,
                  "properties": {
                    "month": {
                      "anyOf": [
                        {
                          "type": "string"
                        },
                        {
                          "type": "null"
                        }
                      ],
                      "default": null,
                      "description": "Optional billing month in YYYY-MM format. Defaults to the current month when omitted.",
                      "examples": [
                        "2026-02"
                      ]
                    }
                  },
                  "type": "object"
                },
                "name": "get_usage",
                "outputSchema": {
                  "additionalProperties": true,
                  "type": "object"
                },
                "title": "Get monthly usage"
              },
              {
                "_meta": {
                  "fastmcp": {
                    "tags": []
                  }
                },
                "annotations": {
                  "idempotentHint": true,
                  "openWorldHint": false,
                  "readOnlyHint": true
                },
                "description": "Run a structured Sentinel scoring request for a supported healthcare workflow.",
                "inputSchema": {
                  "additionalProperties": false,
                  "properties": {
                    "options": {
                      "anyOf": [
                        {
                          "additionalProperties": true,
                          "type": "object"
                        },
                        {
                          "type": "null"
                        }
                      ],
                      "default": null,
                      "description": "Optional scoring flags such as explanation, thresholds, or runtime options supported by /v1/score.",
                      "examples": [
                        {
                          "include_explanations": true
                        }
                      ]
                    },
                    "payload": {
                      "additionalProperties": true,
                      "description": "Structured workflow payload matching the Sentinel /v1/score schema for the selected workflow.",
                      "examples": [
                        {
                          "external_claim_id": "DENIAL-DEMO-1001",
                          "payer_id": 44
                        }
                      ],
                      "type": "object"
                    },
                    "workflow": {
                      "description": "Workflow identifier to score. Common values include healthcare.denial, healthcare.prior_auth, and healthcare.reimbursement.",
                      "examples": [
                        "healthcare.denial"
                      ],
                      "type": "string"
                    }
                  },
                  "required": [
                    "workflow",
                    "payload"
                  ],
                  "type": "object"
                },
                "name": "score_workflow",
                "outputSchema": {
                  "additionalProperties": true,
                  "type": "object"
                },
                "title": "Score a Sentinel workflow"
              },
              {
                "_meta": {
                  "fastmcp": {
                    "tags": []
                  }
                },
                "annotations": {
                  "idempotentHint": true,
                  "openWorldHint": false,
                  "readOnlyHint": true
                },
                "description": "Score up to 25 workflow items sequentially in one request for healthcare workflow automation.",
                "inputSchema": {
                  "additionalProperties": false,
                  "properties": {
                    "continue_on_error": {
                      "default": true,
                      "description": "When true, later items keep running even if an earlier item fails validation or scoring.",
                      "examples": [
                        true
                      ],
                      "type": "boolean"
                    },
                    "items": {
                      "description": "List of scoring items, each containing workflow, payload, and optional options.",
                      "examples": [
                        [
                          {
                            "payload": {
                              "external_claim_id": "DENIAL-DEMO-1001"
                            },
                            "workflow": "healthcare.denial"
                          }
                        ]
                      ],
                      "items": {
                        "additionalProperties": true,
                        "type": "object"
                      },
                      "type": "array"
                    }
                  },
                  "required": [
                    "items"
                  ],
                  "type": "object"
                },
                "name": "score_batch",
                "outputSchema": {
                  "additionalProperties": true,
                  "type": "object"
                },
                "title": "Score a workflow batch"
              },
              {
                "_meta": {
                  "fastmcp": {
                    "tags": []
                  }
                },
                "annotations": {
                  "destructiveHint": false,
                  "idempotentHint": false,
                  "openWorldHint": false,
                  "readOnlyHint": false
                },
                "description": "Submit structured outcome feedback for a previous scoring event so Sentinel can track real-world claims results.",
                "inputSchema": {
                  "additionalProperties": false,
                  "properties": {
                    "feedback": {
                      "additionalProperties": true,
                      "description": "Structured feedback payload for /v1/feedback, including event identifiers and outcome details.",
                      "examples": [
                        {
                          "event_id": "evt_123",
                          "notes": "payer approved after peer review",
                          "outcome": "approved"
                        }
                      ],
                      "type": "object"
                    }
                  },
                  "required": [
                    "feedback"
                  ],
                  "type": "object"
                },
                "name": "submit_feedback",
                "outputSchema": {
                  "additionalProperties": true,
                  "type": "object"
                },
                "title": "Submit claims outcome feedback"
              }
            ]
          }
        },
        "url": "https://mcp.sentinelsignal.io/mcp"
      },
      "latency_ms": 15.64,
      "status": "ok"
    },
    "transport_compliance_probe": {
      "details": {
        "bad_protocol_error": null,
        "bad_protocol_headers": {
          "content-type": "application/json"
        },
        "bad_protocol_payload": {
          "error": {
            "code": -32600,
            "message": "Bad Request: Unsupported protocol version: 1999-99-99. Supported versions: 2024-11-05, 2025-03-26, 2025-06-18, 2025-11-25"
          },
          "id": "server-error",
          "jsonrpc": "2.0"
        },
        "bad_protocol_status_code": 400,
        "delete_error": null,
        "delete_status_code": null,
        "expired_session_error": null,
        "expired_session_status_code": null,
        "issues": [
          "missing_session_id",
          "missing_protocol_header"
        ],
        "last_event_id_visible": false,
        "protocol_header_present": false,
        "requested_protocol_version": "2025-03-26",
        "session_id_present": false,
        "transport": "streamable-http"
      },
      "latency_ms": 13.92,
      "status": "warning"
    },
    "utility_coverage_probe": {
      "details": {
        "completions": {
          "advertised": false,
          "live_probe": "not_executed",
          "sample_target": {
            "argument_name": "task",
            "name": "claims_triage_prompt",
            "type": "prompt"
          }
        },
        "initialize_capability_keys": [
          "experimental",
          "extensions",
          "prompts",
          "resources",
          "tools"
        ],
        "pagination": {
          "metadata_signal": false,
          "next_cursor_methods": [],
          "supported": false
        },
        "tasks": {
          "advertised": false,
          "http_status": 200,
          "probe_status": "missing"
        }
      },
      "latency_ms": 6.8,
      "status": "missing"
    }
  },
  "failures": {},
  "remote_url": "https://mcp.sentinelsignal.io/mcp",
  "server_card_payload": {
    "authentication": {
      "description": "Provide x-sentinel-api-key, a Sentinel bearer token, or a WorkOS OAuth bearer token for isolated usage. If omitted, the hosted server falls back to its managed healthcare-only key when available; dedicated trial keys can also be minted from the token service.",
      "header": "Authorization",
      "oauth_authorization_server_url": "https://mcp.sentinelsignal.io/.well-known/oauth-authorization-server",
      "oauth_resource_metadata_url": "https://mcp.sentinelsignal.io/.well-known/oauth-protected-resource",
      "openid_configuration_url": "https://mcp.sentinelsignal.io/.well-known/openid-configuration",
      "scheme": "Bearer",
      "type": "http_bearer"
    },
    "description": "Hosted Streamable HTTP MCP server for healthcare claims workflows, plan usage, and feedback tools.",
    "homepage": "https://sentinelsignal.io/portal/docs-home#mcp-quickstart",
    "icon": {
      "mimeType": "image/png",
      "src": "https://sentinelsignal.io/portal-assets/ico.png"
    },
    "instructions": "Unauthenticated clients may call initialize and tools/list. Tool execution may use x-sentinel-api-key, a Sentinel bearer token, or a WorkOS OAuth bearer token. When omitted, the hosted server falls back to its managed healthcare-only key when available.",
    "listing": {
      "gateway": "https://server.smithery.ai/sentinelsignal/scoring",
      "smithery": "https://smithery.ai/servers/sentinelsignal/scoring"
    },
    "name": "Sentinel Signal MCP",
    "package": "https://pypi.org/project/sentinel-signal-mcp/",
    "prompts": [
      {
        "description": "Help an agent choose the right healthcare claims workflow and required payload fields before scoring.",
        "name": "claims_triage_prompt"
      },
      {
        "description": "Help an agent interpret a Sentinel score and decide what operational action to take next.",
        "name": "explain_score_prompt"
      }
    ],
    "repository": "https://github.com/sentinelsignal/sentinel-signal-mcp-remote",
    "serverInfo": {
      "name": "Sentinel Signal MCP",
      "version": "1.0.7",
      "website": "https://sentinelsignal.io/portal/docs-home#mcp-quickstart"
    },
    "smithery": {
      "configSchema": {
        "properties": {
          "sentinelApiBaseUrl": {
            "default": "https://api.sentinelsignal.io",
            "description": "Optional override for private or self-hosted Sentinel API environments.",
            "title": "Sentinel API Base URL",
            "type": "string"
          },
          "sentinelApiKey": {
            "description": "Optional. Provide your own Sentinel Signal API key to isolate usage and quota; if omitted, the hosted server uses its managed healthcare-only fallback key when available.",
            "title": "Sentinel API Key",
            "type": "string",
            "x-from": {
              "header": "x-sentinel-api-key"
            }
          },
          "sentinelTokenBaseUrl": {
            "default": "https://token.sentinelsignal.io",
            "description": "Optional override for minting trial keys outside the default hosted environment.",
            "title": "Sentinel Token Service URL",
            "type": "string"
          }
        },
        "type": "object"
      },
      "optionalConfig": [
        "sentinelApiKey",
        "sentinelApiBaseUrl",
        "sentinelTokenBaseUrl"
      ]
    },
    "title": "Sentinel Workflow Scoring",
    "tools": [
      {
        "annotations": {
          "idempotentHint": true,
          "openWorldHint": false,
          "readOnlyHint": true
        },
        "description": "List supported workflows and current model versions via GET /v1/workflows",
        "inputSchema": {
          "properties": {},
          "type": "object"
        },
        "name": "list_workflows"
      },
      {
        "annotations": {
          "idempotentHint": true,
          "openWorldHint": false,
          "readOnlyHint": true
        },
        "description": "Fetch required fields, optional fields, enums, and an example payload for a workflow via GET /v1/workflows/{workflow}/schema",
        "inputSchema": {
          "properties": {
            "workflow": {
              "description": "Workflow identifier such as healthcare.denial, healthcare.prior_auth, or healthcare.reimbursement.",
              "type": "string"
            }
          },
          "required": [
            "workflow"
          ],
          "type": "object"
        },
        "name": "get_workflow_schema"
      },
      {
        "annotations": {
          "idempotentHint": true,
          "openWorldHint": false,
          "readOnlyHint": true
        },
        "description": "Validate and normalize a workflow payload without consuming a scoring call via POST /v1/workflows/{workflow}/validate",
        "inputSchema": {
          "properties": {
            "payload": {
              "description": "Workflow payload to validate before scoring.",
              "type": "object"
            },
            "workflow": {
              "description": "Workflow identifier such as healthcare.denial, healthcare.prior_auth, or healthcare.reimbursement.",
              "type": "string"
            }
          },
          "required": [
            "workflow",
            "payload"
          ],
          "type": "object"
        },
        "name": "validate_workflow_payload"
      },
      {
        "annotations": {
          "idempotentHint": true,
          "openWorldHint": false,
          "readOnlyHint": true
        },
        "description": "Score Sentinel healthcare workflows via POST /v1/score",
        "inputSchema": {
          "properties": {
            "options": {
              "description": "Optional scoring flags such as explanation or threshold controls.",
              "type": [
                "object",
                "null"
              ]
            },
            "payload": {
              "description": "Structured workflow payload matching Sentinel /v1/score for the selected workflow.",
              "type": "object"
            },
            "workflow": {
              "description": "Workflow identifier such as healthcare.denial, healthcare.prior_auth, or healthcare.reimbursement.",
              "type": "string"
            }
          },
          "required": [
            "workflow",
            "payload"
          ],
          "type": "object"
        },
        "name": "score_workflow"
      },
      {
        "annotations": {
          "idempotentHint": true,
          "openWorldHint": false,
          "readOnlyHint": true
        },
        "description": "Score up to 25 workflow items sequentially in one request via POST /v1/score/batch",
        "inputSchema": {
          "properties": {
            "continue_on_error": {
              "description": "When true, later items continue even if an earlier item fails.",
              "type": "boolean"
            },
            "items": {
              "description": "List of scoring items, each containing workflow, payload, and optional options.",
              "type": "array"
            }
          },
          "required": [
            "items"
          ],
          "type": "object"
        },
        "name": "score_batch"
      },
      {
        "annotations": {
          "idempotentHint": true,
          "openWorldHint": false,
          "readOnlyHint": true
        },
        "description": "Retrieve plan limits, trial quota, and upgrade state via GET /v1/limits",
        "inputSchema": {
          "properties": {},
          "type": "object"
        },
        "name": "get_limits"
      },
      {
        "annotations": {
          "idempotentHint": true,
          "openWorldHint": false,
          "readOnlyHint": true
        },
        "description": "Retrieve monthly scoring call usage via GET /v1/usage",
        "inputSchema": {
          "properties": {
            "month": {
              "description": "Optional billing month in YYYY-MM format.",
              "type": "string"
            }
          },
          "type": "object"
        },
        "name": "get_usage"
      },
      {
        "annotations": {
          "destructiveHint": false,
          "idempotentHint": false,
          "openWorldHint": false,
          "readOnlyHint": false
        },
        "description": "Submit structured claims outcome feedback via POST /v1/feedback",
        "inputSchema": {
          "properties": {
            "feedback": {
              "description": "Structured feedback payload for a prior Sentinel scoring event.",
              "type": "object"
            }
          },
          "required": [
            "feedback"
          ],
          "type": "object"
        },
        "name": "submit_feedback"
      }
    ],
    "transport": {
      "health_endpoint": "https://mcp.sentinelsignal.io/healthz",
      "mcp_endpoint": "https://mcp.sentinelsignal.io/mcp",
      "metrics_endpoint": "https://mcp.sentinelsignal.io/metrics",
      "type": "streamable-http"
    },
    "trial_key_url": "https://token.sentinelsignal.io/v1/keys/trial",
    "upstreams": {
      "api_base_url": "https://api.sentinelsignal.io",
      "token_base_url": "https://token.sentinelsignal.io"
    }
  },
  "server_identifier": "io.sentinelsignal/scoring"
}